<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="3.0" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher">ACPD</journal-id>
<journal-title-group>
<journal-title>Atmospheric Chemistry and Physics Discussions</journal-title>
<abbrev-journal-title abbrev-type="publisher">ACPD</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7375</issn>
<publisher><publisher-name>Copernicus GmbH</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/acpd-11-31401-2011</article-id>
<title-group>
<article-title>Dust aerosol impact on North Africa climate: a GCM investigation of  aerosol-cloud-radiation interactions using A-Train satellite data</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Gu</surname>
<given-names>Y.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Liou</surname>
<given-names>K. N.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Jiang</surname>
<given-names>J. H.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Su</surname>
<given-names>H.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Liu</surname>
<given-names>X.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Joint Institute for Regional Earth System Science and Engineering, University of California, Los Angeles, CA, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Pacific Northwest National Laboratory, Richland, WA, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>01</day>
<month>12</month>
<year>2011</year>
</pub-date>
<volume>11</volume>
<issue>11</issue>
<fpage>31401</fpage>
<lpage>31432</lpage>
<permissions>
<license xlink:type="simple">
<license-p>This is an open-access article ditributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri xlink:href="http://www.atmos-chem-phys-discuss.net/11/31401/2011/acpd-11-31401-2011.html">This article is available from http://www.atmos-chem-phys-discuss.net/11/31401/2011/acpd-11-31401-2011.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys-discuss.net/11/31401/2011/acpd-11-31401-2011.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys-discuss.net/11/31401/2011/acpd-11-31401-2011.pdf</self-uri>
<abstract>
<p>The climatic effects of dust aerosols in North Africa have been
      investigated using the atmospheric general circulation model (AGCM)
      developed at the University of California, Los Angeles (UCLA). The
      model includes an efficient and physically based radiation
      parameterization scheme developed specifically for application to
      clouds and aerosols. Parameterization of the effective ice particle
      size in association with the aerosol first indirect effect based on
      ice cloud and aerosol data retrieved from A-Train satellite
      observations have been employed in climate model simulations. Offline
      simulations reveal that the direct solar, IR, and net forcings by dust
      aerosols at the top of the atmosphere (TOA) generally increase with
      increasing aerosol optical depth (AOD). When the dust semi-direct
      effect is included with the presence of ice clouds, positive IR
      radiative forcing is enhanced since ice clouds trap substantial IR
      radiation, while the positive solar forcing with dust aerosols alone
      has been changed to negative values due to the strong reflection of
      solar radiation by clouds, indicating that cloud forcing associated
      with aerosol semi-direct effect could exceed direct aerosol
      forcing. With the aerosol first indirect effect, the net cloud forcing
      is generally reduced for an ice water path (IWP) larger than
      20 g m&lt;sup&gt;−2&lt;/sup&gt;. The magnitude of the reduction increases with IWP.
&lt;br&gt;&lt;br&gt;
      AGCM simulations show that the reduced ice crystal mean effective size
      due to the aerosol first indirect effect results in less OLR and net
      solar flux at the top of the atmosphere over the cloudy area of the
      North Africa region because ice clouds with smaller size trap more IR
      radiation and reflect more solar radiation. The precipitation in the
      same area, however, increases due to the aerosol indirect effect on
      ice clouds, corresponding to the enhanced convection as indicated by
      reduced OLR. The increased precipitation appears to be associated with
      enhanced ice water content in this region. The 200 mb radiative
      heating rate shows more cooling with the aerosol first indirect effect
      since greater cooling is produced at the cloud top with smaller ice
      crystal size. The 500 mb omega indicates stronger upward motion,
      which, together with the increased cooling effect, results in the
      increased ice water content. Adding the aerosol direct effect into the
      model simulation reduces the precipitation in the normal rainfall band
      over North Africa, where precipitation is shifted to the south and the
      northeast produced by the absorption of sunlight and the subsequent
      heating of the air column by dust particles. As a result, rainfall is
      drawn further inland to the northeast.
&lt;br&gt;&lt;br&gt;
      This study represents the first attempt to quantify the climate impact
      of the aerosol indirect effect using a GCM in connection with A-train
      satellite data. The parameterization for the aerosol first indirect
      effect developed in this study can be readily employed for application
      to other GCMs.</p>
</abstract>
<counts><page-count count="32"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple"> Arakawa, A.: A personal perspective on the early years of general circulation modeling at UCLA. General circulation model development: Past, present, and future, Proceedings of a symposium in honor of Professor Akio Arakawa, 20–22 January 1998, University of California, Los Angeles, edited by: Randall, D. A., Academic Press, 1–65, 2000. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Allen,~R J. and Sherwood,~S.: Aerosol-cloud semi-direct effect and land-sea temperature contrast in a~GCM, Geophys. Res. Lett., 37, L07702, http://dx.doi.org/10.1029/2010GL042759doi:10.1029/2010GL042759, 2010. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Andreae,~M O.: Climatic effects of changing atmospheric aerosol levels, in: World Survey of Climatology, Volume~16, Future Climates of the World, edited by: Henderson-Sellers,~A., Elsevier, New York, 341–392, 1995. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Charlock,~T P., Rose,~F G., Rutan,~D., Jin,~Z., Fillmore,~D., and Collins,~W.: Global retrieval of the surface and atmospheric radiation budget and direct aerosol forcing, paper presented at Conference on Satellite Meteorology, Am. Meteorol. Soc., Norfolk, VA, 2004. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Chou,~M D., Suarez,~M J., Ho,~C H., Yan,~M M.-H., and Lee,~K.-T. : Parameterizations for cloud overlapping and shortwave single-scattering properties for use in general circulation and cloud ensemble models, J. Climate, 11, 202–214, 1998. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Clark,~D B., Xue,~Y., Harding,~R J., and Valdes,~P J.: Modeling the impact of land surface degradation on the climate of tropical North Africa, J. Climate, 14, 1809–1822, 2001. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> d&apos;Almeida,~G A., Koepke,~P., and Shettle,~E P.: Atmospheric Aerosols – Global Climatology and Radiative Characteristics, A. Deepak Publishing, Hampton, Virginia, 561~pp., 1991. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Diehl,~K. and Mitra,~S.: A~laboratory study of the effects of a~kerosene-burner exhaust on ice nucleation and the evaporation rate of ice crystals, Atmos. Environ., 32, 3145–3151, 1998. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Engelstaedter,~S., Tegen,~I., and Washington,~R.: North African dust emission and transport, Earth-Sci. Rev., 79, 73–100, 2006. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Fan,~J., Zhang,~R., Tao,~W.-K., and Mohr,~K.: Effects of aerosol optical proper ties on deep convective clouds and radiative forcing, J. Geophys. Res., 113, D08209, http://dx.doi.org/10.1029/2007JD009257doi:10.1029/2007JD009257, 2008. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Fu,~Q. and Liou,~K N.: On the correlated $k$-distribution method for radiative transfer in nonhomogeneous atmospheres, J. Atmos. Sci., 49, 2139–2156, 1992. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Fu,~Q. and Liou,~K N.: Parameterization of the radiative properties of cirrus clouds, J. Atmos. Sci., 50, 2008–2025, 1993. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Fu,~Q., Liou,~K N., Cribb,~M C., Charlock,~T P., and Grossman,~A.: Multiple scattering parameterization in thermal infrared radiative transfer, J. Atmos. Sci., 54, 2799–2812, 1997. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Geleyn,~J.-F. and Hollingsworth,~A.: An economical analytical method for the computation of the interaction between scattering and line absorption of radiation, Beitr. Phys. Atmos., 52, 1–16, 1979. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Gu,~Y. and Liou,~K N.: Radiation parameterization for three-dimensional inhomogeneous cirrus clouds: application to climate models, J. Climate, 14, 2443–2457, 2001. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Gu,~Y. and Liou,~K N.: Cirrus cloud horizontal and vertical inhomogeneity effects in a~GCM, Meteorol. Atmos. Phys., 91, 223–235, 2006.  </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Gu,~Y., Fararra,~J., Liou,~K N., and Mechoso,~C R.: Parameterization of cloud-radiation processes in the UCLA general circulation model, J. Climate, 16, 3357–3370, 2003.  </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Gu,~Y., Liou,~K N., Xue,~Y., Mechoso,~C R., Li,~W., and Luo,~Y.: Climatic effects of different aerosol types in China simulated by the UCLA general circulation model, J. Geophys. Res., 111, D15201, http://dx.doi.org/10.1029/2005JD006312doi:10.1029/2005JD006312, 2006. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Gu,~Y., Liou,~K N., Chen,~W., and Liao,~H.: Direct climate effect of black carbon in China and its impact on dust storm, J. Geophys. Res., 115, D00K14, http://dx.doi.org/10.1029/2009JD013427doi:10.1029/2009JD013427, 2010. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Gu,~Y., Liou,~K N., Ou,~S C., and Fovell,~R.: Cirrus cloud simulations using WRF with improved radiation parameterization and increased vertical resolution, J. Geophys. Res., 116, D06119, http://dx.doi.org/10.1029/2010JD014574doi:10.1029/2010JD014574, 2011. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Hansen,~J., Sato,~M., and Ruedy,~R.: Radiative forcing and climate response, J. Geophys. Res., 102, 6831–6864, 1997. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Heymsfield,~A. and Platt,~M.: A~parameterization of the particle size spectrum of ice clouds in terms of the ambient temperature and the ice water content, J. Atmos. Sci., 41, 846–856, 1984. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Hess,~M., Koepke,~P., and Schult,~I.: Optical properties of aerosols and clouds: the software package OPAC, B. Am. Meteorol. Soc., 79, 831–844, 1998. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Ho,~C.-H., Chou,~M.-D., Surez,~M., and Lau,~K M.: Effect of ice cloud on GCM climate simulations, Geophys. Res. Lett., 25, 71–74, 1998. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Hoerling,~M., Hurrell,~J., Eischeid,~J., and Phillips,~A.: Detection and attribution of 20th century northern and southern African rainfall change, J. Climate, 19, 3989–4008, 2006. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Intergovernmental Panel on Climate Change (IPCC): The Physical Basis of Climate Change, Cambridge University Press, The Edinburgh Building Shaftesbury Road, Cambridge, UK, 431~pp., 2007. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Jiang,~J H., Su,~H., Schoeberl,~M., Massie,~S T., Colarco,~P., Platnick,~S., and Livesey,~N J.: Clean and polluted clouds: relationships among pollution, ice cloud and precipitation in South America, Geophys. Res. Lett., 35, L14804, http://dx.doi.org/10.1029/2008GL034631doi:10.1029/2008GL034631, 2008. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Jiang,~J H., Su,~H., Zhai,~C., Massie,~S T., Schoeberl,~M R., Colarco,~P R., Platnick,~S., Gu,~Y., and Liou,~K.-N.: Influence of convection and aerosol pollution on ice cloud particle effective radius, Atmos. Chem. Phys., 11, 457–463, http://dx.doi.org/10.5194/acp-11-457-2011doi:10.5194/acp-11-457-2011, 2011. %%ok  </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Johnson,~B T., Shine,~K., and Forster,~P.: The semi-direct aerosol effect: impact of absorbing aerosols on marine stratocumulus, Q. J. Roy. Meteor. Soc., 2004, 1407–1422, 2004. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Kärcher,~B. and Lohman,~U.: A~parameterization of cirrus cloud formation: Heterogeneous freezing, J. Geophys. Res., 108, D14, 4402, http://dx.doi.org/10.1029/2002JD003220doi:10.1029/2002JD003220, 2003. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Kärcher,~B., Hendricks,~J., and Lohman,~U.: Physically based parameterization of cirrus cloud formation for use in global atmospheric models, J. Geophys. Res., 111, D01205, http://dx.doi.org/10.1029/2005JD006219doi:10.1029/2005JD006219, 2006. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Kristjánsson,~J., Iversen, T., Kirkevåg, A., Seland, Ø., and Debernard, J: Response of the climate system to aerosol direct and indirect forcing: Role of cloud feedbacks, J. Geophys. Res., 110, D24206, http://dx.doi.org/10.1029/2005JD006299doi:10.1029/2005JD006299, 2005. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Koch,~D. and Del Genio,~A D.: Black carbon semi-direct effects on cloud cover: review and synthesis, Atmos. Chem. Phys., 10, 7685–7696, http://dx.doi.org/10.5194/acp-10-7685-2010doi:10.5194/acp-10-7685-2010, 2010. %%ok  </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Köhler,~M.: Explicit prediction of ice clouds in general circulation models, Ph.D. dissertation, University of California, Los Angeles, 167~pp., 1999. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Lamb,~P J. and Peppler,~R A.: Further case studies of tropical Atlantic surface atmospheric and oceanic patterns associated with sub-Saharan drought, J. Climate, 5, 476–488, 1992. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> L&apos;Ecuyer,~T S. and Jiang,~J H.: Touring the atmosphere aboard the A-Train, Phys. Today, 63, 7, 36–41, 2010. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Liang,~X.-Z. and Wang,~W.-C.: Cloud overlap effects on general circulation model climate simulations, J. Geophys. Res., 102, 11039–11047, 1997. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Liou,~K N. and Ou,~S.: The role of cloud microphysical processes in climate: an assessment from a~one-dimensional perspective, J. Geophys. Res., 94, 8599–8607, 1989.  </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Liou,~K N., Fu.,~Q., and Ackerman,~T P.: A~simple formulation of the delta-four-stream approximation for radiative transfer parameterizations. J. Atmos. Sci., 45, 1940–1947, 1988.  </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Liou,~K N., Gu,~Y., Yue,~Q., and MacFarguhar,~G.: On the correlation between ice water content and ice crystal size and its application to radiative transfer and general circulation models, Geophys. Res. Lett.. 35, L13805, http://dx.doi.org/10.1029/2008GL033918doi:10.1029/2008GL033918, 2008. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Liu,~X. and Penner,~J.: Ice nucleation parameterization for global models, Meteorol. Z., 14, 499–514, 2005. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Liu,~X., Penner,~J., Ghan,~S., and Wang,~M.: Inclusion of ice microphysics in the NCAR community atmospheric model version 3 (CAM3), J. Climate, 20, 4526–4547, 2007. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Mahowald,~N. and Kiehl,~L.: Mineral aerosols and cloud interactions, Geophys. Res. Let., 30, 1475, http://dx.doi.org/10.1029/2002GL016762doi:10.1029/2002GL016762, 2003. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Manabe,~S. and Strickler,~R.: Thermal equilibrium of the atmospheres with a~convective adjustment, J. Atmos. Sci., 21, 361–385, 1964. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> McFarquhar,~G M.: Comments on \squtParameterization of effective sizes of cirrus-cloud particles and its verification against observations by Zhian Su and Lawrie Rikus (October~B, 1999, 125, 3037–3055), Q. J. Roy. Meteor. Soc., 127, 261–266, 2001. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Mechoso,~C R., Yu,~J.-Y., and Arakawa,~A.: A coupled GCM pilgrimage: From climate catastrophe to ENSO simulations. General circulation model development: Past, present, and future, Proceedings of a symposium in honor of Professor Akio Arakawa, 20–-22 January 1998, University of California, Los Angeles, edited by: Randall, D. A., Academic Press, 539–575, 2000. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Menon,~S., Hansen,~J., Nazarenko,~L., and Luo,~Y.: Climate effects of black carbon aerosols in China and India, Science, 297, 2250–2253, 2002. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Miller,~R L. and Tegen,~I.: Climate response to soil dust aerosols, J. Climate, 11, 3247–3267, 1998. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Miller,~R L., Tegen,~I., and Perlwitz,~J.: Surface radiative forcing by soil dust aerosols and the hydrologic cycle, J. Geophys. Res., 109, D04203, http://dx.doi.org/10.1029/2003JD004085doi:10.1029/2003JD004085, 2004. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Nicholson,~S E.: Land surface processes and Sahel climate, Rev. Geophys., 38, 117–139, 2000. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Ou,~S. and Liou,~K N.: Ice microphysics and climatic temperature perturbations, Atmos. Res., 35, 127–138, 1995. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Prospero,~J M. and Lamb,~P J.: African droughts and dust transport to the Caribbean: Climate change implications, Science, 302, 1024–1027, 2003. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Riemer,~N., Vogel,~H., and Vogel,~B.: Soot aging time scales in polluted regions during day and night, Atmos. Chem. Phys., 4, 1885–1893, http://dx.doi.org/10.5194/acp-4-1885-2004doi:10.5194/acp-4-1885-2004, 2004. %%ok </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Rowell,~D P., Folland,~C K., Maskell,~K., and Ward,~M N.: Variability of summer rainfall over tropical North Africa (1906–1992): observations and modeling, Q. J. Roy. Meteor. Soc., 121, 669–704, 1995. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Satheesh,~S K. and Moorthy,~K.: Radiative effects of natural aerosols: a~review, Atmos. Environm., 39, 2089–2110, 2005. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Taylor,~C M., Lambin,~E F., Stephenne,~N., Harding,~R J., and Essery,~R L H.: The influence of land use change on climate in the Sahel, J. Climate, 15, 3615–3629, 2002. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> Tian,~L. and Curry,~J A.: Cloud overlap statistics, J. Geophys. Res., 94, 9925–9935, 1989. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> Tegen,~I. and Lacis,~A A.: Modeling of particle size distribution and its influence on the radiative properties of mineral dust aerosol, J. Geophys. Res., 101, 19237–19244, 1996. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> Twomey,~S., Piepgrass,~M., and Wolfe,~T.: An assessment of the impact of pollution on global cloud albedo, Tellus B, 36, 356–366, 1984. </mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple"> Xue,~Y.: Biosphere feedback on regional climate in tropical North Africa, Q. J. Roy. Meteor. Soc., 123, 1483–1515, 1997. </mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple"> Xue,~Y. and Shukla,~J.: The influence of land surface properties on Sahel climate. Part I: Desertification, J. Climate, 6, 2232–2245, 1993. </mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple"> Yang,~P., Liou,~K N., Wyser,~K., and Mtichell,~D.: Parameterization of the scattering and absorption properties of individual ice crystals, J. Geophys. Res., 105, 4699–4718, 2000. </mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple"> Yang,~P., Wei, H., Huang, H.-L., Baum, B. A., Hu, Y. X., Kattawar, G. W., Mishchenko, M. I., and Fu, Q.: Scattering and absorption property database for nonspherical ice particles in the near-through far-infrared spectral region, Appl. Optics, 44, 5512–5523, 2005. </mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple"> Yue,~Q., Liou,~K N., K. N., Ou, S. C., Kahn, B. H., Yang, P., and Mace, G. G.: Interpretation of AIRS data in thin cirrus atmospheres based on a~fast radiative transfer model, J. Atmos. Sci., 64, 3827–3842, 2007. </mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple"> Yoshioka,~M. and Mahowald,~N M.: Impact of desert dust radiative forcing on Sahel precipitation: relative importance of dust compared to sea surface temperature variations, vegetation changes, and greenhouse gas warming, J. Climate, 20, 1445–1467, 2007. </mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang,~F., Zeng,~Q., Gu,~Y., and Liou,~K N.: Parameterization of the absorption of H&lt;sub&gt;2&lt;/sub&gt;O continuum, CO&lt;sub&gt;2&lt;/sub&gt;, O&lt;sub&gt;2&lt;/sub&gt;, and other trace gases in the Fu-Liou solar radiation program, Adv. Atmos. Sci., 22, 545–558, 2005. </mixed-citation>
</ref>
</ref-list>
</back>
</article>